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A coding environment or a web browser sandbox is relatively lightweight to run. A full OS sandbox with a GUI is not. Each virtual machine needs its own bootable disk (around 24 GB), its own CPU and RAM allocation, and its own display stack. Multiply that by hundreds or thousands of parallel instances and you have a resource consumption problem that typical academic compute budgets simply cannot absorb.
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